{"id":"W2058245583","doi":"10.1097/ppo.0b013e31813c124d","title":"Surgery Versus Implant for Early Prostate Cancer: What Is Equivalence?","year":2007,"lang":"en","type":"letter","venue":"The Cancer Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Radiation oncology; Prostate cancer; University hospital; Medicine; General surgery; Radiation therapy; History; Gerontology; Library science; Cancer; Surgery; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007918419,0.0005991188,0.001032386,0.0002420824,0.0004374638,0.0004422948,0.0003737664,0.0004308423,0.0007969081],"category_scores_gemma":[0.00003038328,0.000364574,0.0007899115,0.000223714,0.0001903598,0.000333675,0.00006704124,0.002174778,0.0000234544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001871009,"about_ca_system_score_gemma":0.001846183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005518696,"about_ca_topic_score_gemma":0.00005051491,"domain_scores_codex":[0.9964631,0.00007605684,0.0007627769,0.0005696334,0.0008729456,0.001255528],"domain_scores_gemma":[0.9970313,0.0007836071,0.0007857415,0.0005917697,0.0005220419,0.0002855892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002032247,0.00003588906,0.002496992,0.000381251,0.001422899,0.001261543,0.0006678806,0.000003783545,0.00001141504,0.000001177215,0.8834022,0.1082827],"study_design_scores_gemma":[0.003748153,0.0006810445,0.00137891,0.003786793,0.001855092,0.0006420107,0.0001336602,0.000005064707,0.001505395,0.000207054,0.985598,0.0004587672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02208474,0.1215315,0.00002205117,0.8417333,0.01175358,0.001620391,0.001132585,0.00004434081,0.00007757616],"genre_scores_gemma":[0.002030322,0.3845603,0.00005156019,0.5872679,0.02177686,0.00121314,0.0001886328,0.0001796353,0.002731651],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2630289,"threshold_uncertainty_score":0.9998806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07158414475736617,"score_gpt":0.3490442547454902,"score_spread":0.277460109988124,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}